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Update main.py
Browse files
main.py
CHANGED
@@ -13,13 +13,9 @@ with open(file_path, "r") as file:
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def home():
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return jsonify({"message": "Welcome to the Recommendation API!"})
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def format_prompt(message
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prompt += f"[INST] {user_prompt} [/INST]"
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prompt += f" {bot_response}</s> "
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prompt += f"[INST] {message} [/INST]"
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return prompt
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@app.route('/get_course', methods=['POST'])
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def recommend():
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@@ -27,7 +23,7 @@ def recommend():
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max_new_tokens = 256
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top_p = 0.95
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repetition_penalty = 1.0
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content = request.json
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user_degree = content.get('degree')
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@@ -51,7 +47,7 @@ def recommend():
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Note: Output should be valid json format in below format:
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{{"course1:course_name, course2:course_name, course3:course_name,...}}
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"""
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formatted_prompt = format_prompt(prompt
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stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=True, return_full_text=True)
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return jsonify({"ans": stream})
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@@ -62,7 +58,6 @@ def mentor():
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max_new_tokens = 256
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top_p = 0.95
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repetition_penalty = 1.0
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history=history
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content = request.json
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user_degree = content.get('degree')
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@@ -94,7 +89,7 @@ def mentor():
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Note: Output should be valid json format in below format:
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{{"mentor1:mentor_name,mentor2:mentor_name,mentor3:mentor_name,...}}
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"""
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formatted_prompt = format_prompt(prompt
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stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=True, return_full_text=True)
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return jsonify({"ans": stream})
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def home():
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return jsonify({"message": "Welcome to the Recommendation API!"})
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def format_prompt(message):
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return f"<s>[INST] {message} [/INST]</s>"
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@app.route('/get_course', methods=['POST'])
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def recommend():
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max_new_tokens = 256
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top_p = 0.95
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repetition_penalty = 1.0
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content = request.json
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user_degree = content.get('degree')
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Note: Output should be valid json format in below format:
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{{"course1:course_name, course2:course_name, course3:course_name,...}}
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"""
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formatted_prompt = format_prompt(prompt)
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stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=True, return_full_text=True)
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return jsonify({"ans": stream})
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max_new_tokens = 256
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top_p = 0.95
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repetition_penalty = 1.0
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content = request.json
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user_degree = content.get('degree')
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Note: Output should be valid json format in below format:
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{{"mentor1:mentor_name,mentor2:mentor_name,mentor3:mentor_name,...}}
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"""
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formatted_prompt = format_prompt(prompt)
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stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=True, return_full_text=True)
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return jsonify({"ans": stream})
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